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def trim_doc(doc): """ Strips indentation from a docstring; also removes leading and trailing blank lines. `doc`: ``str`` or ``None`` A docstring. """ assert isinstance(doc, maybe(oneof(str, unicode))) # Pass `None` through. if doc is None: return None # Convert to...
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def abbreviate_id(a_string): """ 1. Hack off the first 6 and the last 4 characters. 2. Then join them with an ellipsis. :param a_string: :return: An abbreviated id string """ return str(a_string[0:6]+'...'+a_string[-4::])
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from re import T import re def isbn(value: str) -> T.Union[T.Match[str], None]: """ Matched isbn 10 or 13 Example: 978-1-4302-1998-9 1–931836–59–0 1593270127 0 321 15420 7 978-0-07-162612-5 Detail: https://en.wikipedia.org/wiki/International_Standard_Book_Number...
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import torch def test(net, testloader): """Validate the network on the entire test set.""" criterion = torch.nn.CrossEntropyLoss() correct, total, loss = 0, 0, 0.0 with torch.no_grad(): for data in testloader: images, labels = data[0].to(DEVICE), data[1].to(DEVICE) outp...
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def reverse_integer(x): """Given a signed 32-bit integer x, return x with its digits reversed. If reversing x causes the value to go outside the signed 32-bit integer range [-2^31, (2^31) - 1], then return 0. :type x: int :rtype: int """ x_string = str(x) if x_string[0] == "-": # in case t...
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import typing def _convertbits( data: typing.Iterable[int], from_bits: int, to_bits: int, pad: bool ) -> typing.Optional[typing.List[int]]: """General power-of-2 base conversion.""" acc = 0 bits = 0 ret = [] maxv = (1 << to_bits) - 1 max_acc = (1 << (from_bits + to_bits - 1)) - 1 for v...
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from sktime.forecasting.base import ForecastingHorizon def check_fh(fh, enforce_relative=False): """Validate forecasting horizon. Parameters ---------- fh : int, list, np.array, pd.Index or ForecastingHorizon Forecasting horizon specifying the time points to predict. enforce_relative : bo...
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def should_install_lzo(): """ Return true if lzo is enabled via core-site.xml and GPL license (required for lzo) is accepted. """ config = Script.get_config() io_compression_codecs = default("/configurations/core-site/io.compression.codecs", None) lzo_enabled = io_compression_codecs is not None and "com.had...
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def optimal_compatible_subset(requests): """ Get optimal weighted subset Uses dynamic programming to get the subset of the requests with the largest weight """ dp_weights = dict() dp_subsets = dict() finishes = {r.finish for r in requests} while finishes: x = max(finishes) finishes.remove(x)...
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async def load_accounts(db, names): """`get_accounts`-style lookup for `get_state` compat layer.""" sql = """SELECT id, name, display_name, about, reputation, vote_weight, created_at, post_count, profile_image, location, website, cover_image FROM hive_accou...
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def imgMakeMask(inImg, threshold=None, forgroundValue=1): """ Generates morphologically smooth mask with given forground value from input image. If a threshold is given, the binary mask is initialzed using the given threshold... ...Otherwise it is initialized using Otsu's Method. """ if thr...
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import requests def fetch_vacancies(keyword, town=None, catalogues=None, currency=None, period=0, page=0, count=100): """Fetch vacancies from SuperJob API, return in json. Args: keyword (str): search the specific vacancies by keyword town (int, optional): search vaca...
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import codecs def OpenDictionary(filenames): """Reads the dictionary into a list """ print("Opening the Chinese Notes dictionary") words = [] for dictfile in filenames.split(","): with codecs.open(dictfile, 'r', "utf-8") as f: for line in f: line = line.strip() if not line: ...
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import requests def api_request(url, api_key=None): """ This function takes a url and returns the parsed json object. If necessary, it submits the auth header """ if api_key: return requests.get(url, headers={'Authorization': 'Token ' + api_key}).json() else: return requests.ge...
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import torch def get_device(gpu_idx: int = 0) -> torch.device: """ Get default gpu torch device. :param gpu_idx: :return: """ device: torch.device = torch.device(f"cuda:{gpu_idx}" if torch.cuda.is_available() else "cpu") # device: torch.device = torch.device(f"cuda:0" if torch.cuda.is_ava...
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def subjects(subjects=None, recursive=False, include_tables=False, lang=DEFAULT_LANGUAGE): """List subjects from the subject hierarchy. If subjects is not given, the root subjects will be used. Returns a generator. """ request = Request('subjects', *subjects,...
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def getGOState(*args): """Access protected class data to evaluate if the Fuel, Liquid Oxygen (LOX), and Control Panel system state are a 'GO' as a 1 by 3 numpy array. This approach is a secure method to access saved system state values. If the system sensor values are all nominal and all three controller panels ope...
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def interpolate(src, trg, vals, Interpolator, *args, **kwargs): """ Convenience function to use the interpolation classes in an efficient way The interpolation classes in wradlib.ipol are computationally very efficient if they are applied on large multi-dimensional arrays of which the first dimensi...
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def cluster_commit(): """ Commit Cluster Changes .. versionchanged:: 2015.8.0 CLI Example: .. code-block:: bash salt '*' riak.cluster_commit """ ret = {"comment": "", "success": False} cmd = __execute_cmd("riak-admin", "cluster commit") if cmd["retcode"] != 0: r...
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from sqlalchemy import inspect def get_map_from_sqlalchemy(a_object): """A SQLAlchemy utility to make a dictionary out of an object""" # this can be done at the front-end side using node.js and JS # if the programming was done at the front-end # A variable assigned to the SQLAlchemy object inspectio...
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import time from io import StringIO def get_tick_data(code=None, date=None, retry_count=3, pause=0.001, src='sn'): """ 获取分笔数据 Parameters ------ code:string 股票代码 e.g. 600848 date:string 日期 format: YYYY-MM-DD ...
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def config_template_files(): """ Fixture for the config template files """ template_file = { "input": TEST_DATADIR / "templates/config/sparcc.j2", "output": TEST_DATADIR / "templates/config/sparcc.config", } data = { "compute_correlations": {"niters": 10}, "resampling": {...
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def normalize_ascii(j_string): """ Normalize a double-width ascii string, converting all characters to their single-width counterparts. :param six.text_type j_string: The string to convert. :return: The converted string. """ result = [] for char in j_string: ...
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def part_2(data: list[str]) -> int: """ Figure out the sequence of closing characters for incomplete lines. Start with a total score of 0. Then, for each character, multiply the total score by 5 and then increase the total score by the point value given for the character. Returns middle sco...
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def checkfile(file): """Checks file to to make sire itsx and itsxpress exited with an exit code of O and that ITSx did not throw a fatal error message Args: file: data file path Returns: Bool: True Raises: AssertError: if two lines with Exit Status 0 are not present ValueError: if ITSx returned a fatal...
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def product(id): """Display selected product""" if request.method == "GET": product = db.session.query(Product).get(id) addons = db.session.query(ProductAddon).all() return render_template("product.html", error=check_error(), user=session, addons=addons, product=product) else: # Edit...
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import functools def debug_log(function): """Output debug information to the logger for a function call.""" argument_names = list(function.__code__.co_varnames) @functools.wraps(function) def write_log(*args, **kwargs): argument_values = ( "{} = {}".format(arg, value) ...
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def is_string(s): """Check if the argument is a string which works for both Python 2 and 3.""" try: return isinstance(s, basestring) except NameError: return isinstance(s, str)
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def retry(exception_to_check, attempts=3): """Decorator to retry a function upon exception. If the decorated function emits an exception that matches exception_to_check, the function will be repeated. This will happen a maximum of 'attempts' times. If none of the attempts were successful, this function raises ...
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def get_all_task_queue(): """返回所有原子队列的key 返回类型:list """ task_queue = "ztq:queue:task:" return get_keys(task_queue)
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def print_permissions(permissions): """Prints out a users permissions""" table = formatting.Table(['keyName', 'Description']) for perm in permissions: table.add_row([perm['keyName'], perm['name']]) return table
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def create_cloud_xyz32(header, points): """ Create a sensor_msgs.msg.PointCloud2 message with (x, y, z) fields. :param header: The point cloud header. (Type: std_msgs.msg.Header) :param points: The point cloud points. (Type: Iterable) :return: The point cloud as sensor_msgs.msg.PointCloud2. """...
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import utool as ut def _test_buffered_generator_general2( bgfunc, bgargs, fgfunc, target_looptime=1.0, serial_cheat=1, buffer_size=2, show_serial=True, ): """ # We are going to generate output of bgfunc in the background while # fgfunc is running in the foreground. fgfunc takes...
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def cast_in_array(arg): """casts argument into np.array""" if isinstance(arg, np.ndarray): return arg msg = f"Can not cast type({type(arg)}), {arg} in array of floats.\n" try: arr = np.array(arg) except Exception as exc: raise exc(msg) arr = np.array(0) if not ...
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def check_login() : """ check if the user is correctly logged. This function is called everytime a user function is called """ if not session.get('workspace_contract') and not session.get('username') : abort(403) return True
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def validator_key(validator_account_and_key): """Private key of the validator running the confirmation sender.""" _, key = validator_account_and_key return key
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def nn50(nni=None, rpeaks=None): """Find number of NN interval differences which are greater 50ms (NN50) and ratio between NN50 and total amount of NN intervals. References: [Electrophysiology1996], [Ewing1984] Docs: https://pyhrv.readthedocs.io/en/latest/_pages/api/time.html#nn50-nn50 Parameters ---------- n...
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import typing import ctypes def get_random(file_handle: typing.TextIO, length: int = 32) -> bytes: """Request random bytes from /dev/nsm.""" if length < 1 or length > 256: raise ValueError('GetRandom supports length between 1 and 256 inclusive.') nsm_key = 'GetRandom' request_data = cbor2.dum...
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import pandas as pd def todataframe(table, index=None, exclude=None, columns=None, coerce_float=False, nrows=None): """ Load data from the given `table` into a `pandas <http://pandas.pydata.org/>`_ DataFrame. E.g.:: >>> import petl as etl >>> table = [('foo', 'bar', 'baz')...
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def load(instream, where=None): """Load a Windows .FON file.""" data = instream.read() mz_header = _MZ_HEADER.from_bytes(data) if mz_header.magic not in (b'MZ', b'ZM'): raise FileFormatError('MZ signature not found. Not a Windows .FON file') ne_magic = data[mz_header.ne_offset:mz_header.ne_o...
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def trace_predicate (predicate_name, partition, out_path): """ TODO: migrate this into `kglab` for unit tests """ df = model.get_predicate(predicate_name)._data[partition] df.columns = [ "P1", "P2", "value" ] df = df.sort_values(by=[ "P1", "P2" ]) df.to_csv(out_path, sep="\t", index=False) ...
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def api_get_instances_by_nemea_module_name(module_name): """ Returns instances of given NEMEA module """ # verify that module exists nm_model.get_by_name(module_name) insts = i_model.get_by_nemea_module_name(module_name) return json_resp(insts)
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from typing import Dict from typing import Callable from typing import Any def dispatch_value(default_func): """Decorator to select a function implementation according to the value of its fist parameter""" registry: Dict[type, Callable[..., Any]] = {} default: Callable[..., Any] = default_func def re...
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import requests from datetime import datetime from typing import Mapping from typing import Any def run_retrohunt(http_session: requests.AuthorizedSession, version_id: str, start_time: datetime.datetime, end_time: datetime.datetime) -> Mapping[str, Any]: """Run a retrohunt. Ar...
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def calc_theta(pref_cood, local_connectivity_dic, xt=139.69167, yt=35.68944): """ Returns array of the bearing of a linke between two prefectures. Parameters ---------- pref_cood : dict[str, Tuple[float, float]] Dictionary of coordinates of all 47 prefectures. local_connectivity_dic : dic...
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def encode_int(value): """ Encode integer value into RLP format :param value: int value :return: RLP encoded bytes """ if value == 0: s = b"" else: s = int_to_big_endian(value) if len(s) == 1 and safe_ord(s[0]) < 128: return s return get_length_prefix_str(...
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import logging import json def ext_vnet(test_vars): """ Creates a resource group containing a new VNET, subnet, public IP, and jumpbox for use in other tests. """ log = logging.getLogger("ext_vnet") vnet_atd = ArmTemplateDeploy( location=test_vars["location"], resource_group=te...
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def ood_detection(y_hat: Prediction, _, y_hat_ood: Prediction, __, score_type: str = 'AUROC', uncertainty_type: str = 'aleatoric') -> Tensor: """convenience function which computes the OOD APR/AUROC scores from model predictions on ID and OOD data based on estimates of 'aleatoric' or 'epistemic' u...
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from datetime import datetime def summer_start(timestamp): """ Returns 00:00:01 on the Sunday following the 2nd Saturday of April for the year given in «timestamp», which is the end of Piedmont's Summer period. """ year = timestamp.year apr_7th = datetime(year=year, month=4, day=7, second=1) ...
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def oval_entity_is_extvar(elem): """Check if OVAL entity represented by XML element is OVAL <external_variable> element Return: True if <external_variable>, False otherwise""" return elem.tag == '{%s}external_variable' % oval_ns
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def dispatch_file(file: File): """ Dispatch file by extension. """ if file.extension in ["jpg", "png", "svg", "gif"]: return _prepare_image(file) return """ <div class='panel panel-default'> <div class='panel-body'> <p>{}</p> <a class='btn...
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def next_day(date, dayOfWeek): """ :rtype: Column >>> from pysparkling import Context, Row >>> from pysparkling.sql.session import SparkSession >>> spark = SparkSession(Context()) >>> spark.range(1, 10).select(next_day(concat(lit("2019-11-0"), col("id")), "Mon")).show() +-------------------...
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def check_sqlalchemy_results_are_equal(results1, results2): """Compare two lists of SQLAlchemy results to see if they are equal""" list1 = [sqlalchemy_obj_to_dict(item) for item in results1] list2 = [sqlalchemy_obj_to_dict(item) for item in results2] return list1 == list2
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def dp_longest_palindrome(dp, S, i, j): """ Recursive function for finding the longest palindromic subsequence from a string using a modified version of the algorithm above """ if i == j: return S[i] if (i, j) in dp: return dp[(i, j)] if S[i] == S[j]: if i + 1 == j: dp[([i, j])] = 2 *...
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def prediction_measurement_significance(measurement, \ measurement_statistical_error, \ measurement_systematic_error, \ prediction, \ prediction_statistical_err...
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def add(x, y): """ add :param x: :param y: :return: """ return x + y
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def index(): """ Get the index page """ return render_template("index.html"), 200
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def extract_structure_from_csv(csv_file): """ Load csv file that contains folder structure information and return it as pandas.datafram. Parameters ---------- csv_file: str The file to be loaded. Returns ------- pandas.dataframe A dataframe containing the essential ...
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import torch def get_available_devices(): """Return CPU and, if present, GPU device. Returns: [torch.device]: Available devices for `torch`. """ devices = [torch.device("cpu")] if torch.cuda.is_available(): devices.append(torch.device("cuda")) return devices
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import os import time def file_exist(file_path): """check file is exist :type file_path: file abs path :return bool file not exist return False else return True """ count = 0 while 1: if os.path.exists(file_path): return True if count >= 300: return Fals...
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import random def disruptive_uniform_crossover(dna1, dna2): """disruptive uniform crossover uniformly crossover genes between dna1 and dna2, with children guaranteed to be different from parents, if the number of differences between parents is larger than 1 """ differences = sum(1 for i, j in...
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def getSplicingEntropy(gene_data): """ Calculates splicing entropy and frequency for a given gene Arguments: tp_data = DataFrame of splicing mutations in given gene Returns: splicingEntropy fi = highest splicing entropy """ sp_data = getSplicingData(gene_data) [splic...
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def _run_fabric(data): """ Runs fabric commands on a 'remote' host. """ host = data.get('host') if not host: app.app.logger.warning("No 'host' specified in request") data['status'] = 'failed' data['warnings'] = "No 'host' specified in request" return False data[...
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def getbitlen(bint): """ Returns the number of bits encoding an integer """ return bint.bit_length()
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def lookstr(table, limit=0, **kwargs): """Like :func:`petl.util.vis.look` but use str() rather than repr() for data values. """ kwargs['vrepr'] = str return look(table, limit=limit, **kwargs)
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def do_breaks(probes, segments, min_probes=1): """List the targeted genes in which a copy number breakpoint occurs.""" intervals = get_gene_intervals(probes) bpoints = get_breakpoints(intervals, segments, min_probes) return pd.DataFrame.from_records(bpoints, columns=...
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def convert_dcc_translation(translation): """ Converts given tpDcc translation into a translation that DCC can manage NOTE: tpDcc uses Y up coordinate axes as the base reference axis :param translation: list(float, float, float) :return: list(float, float, float) """ if get_up_axis_name().l...
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def parse_log(log_line, watch_duration=10): """Parse a log line and extract interesting sections :param str log_line: W3C formated log line :param int watch_duration: Watch duration in seconds :return: Log fields as :class:`dict` """ logger.debug("Line: {}".format(log_line[0:-1])) match = p...
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from os import listdir from os.path import isfile from typing import Union from typing import List import logging import os def fetch_filenames(filenames: Union[List[str], str], data_home=None) -> List[str]: """ Fetch images fully qualified filenames for given filenames or direcoty name. Parameters ...
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import tdub.rex import tdub.config def rex_stacks(rex_dir, chisq, internal, thesis, png, n_test): """Generate plots from TRExFitter result.""" outdir = PosixPath(rex_dir) / "matplotlib" outdir.mkdir(exist_ok=True) tdub.config.init_meta_table() tdub.config.init_meta_logy() if thesis: td...
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from nevow.context import RequestContext, PageContext from nevow.testutil import FakeRequest def flatten(stan, ctx=None): """Given the stan and the optional context, return a string containing the representation of the tree in the given context. """ if ctx is None: ctx = PageContext(tag=None, ...
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def tenant_is_valid(request): """Function will return either True or False depending if a subdomain exists or not.""" return JsonResponse({ 'access-granted':True })
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def fp_type02_1(cxt: DecoderContext, fmt: FormatF): """ CVTF.{LD, LS, ULD, ULS} | NEGF.{D,S} | RECIPF.{D,S} | TRNCF.{DL, DUL, DUW, DW, SL, SUL, SUW, SW} """ # 11 27 4 0 20 16 # 0 0 00001 10010 CVTF.LD # 0 w 00001 00010 CVTF.LS # 0 0 10001 10010 CVTF.ULD # 0 w 10001 00010 ...
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def create(url, username, course_name, target_dir): """ Create a new scraper with a url and name """ # ignore = ignore.split(",") scraper_source = f""" import sys from iliasScraper import scraper if len(sys.argv) == 2: skip = sys.argv[1] user = '{username}' sc = scraper.Scraper(url='{url}', nam...
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def coors_in_cylinder(x, y, z, centre, axis, radius, length, inside=True): """ Select coordinates in a cylinder given by centre, axis and length. """ vec = nm.vstack((x, y, z)) - centre drv = nm.cross(axis, vec, axisb=0) dr = nm.sqrt(nm.sum(drv * drv, 1)) dl = nm.dot(axis, vec) if ...
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import inspect def check_elasticity_parameters( parameterDict ): """ Check the elasticity parameters to make sure they are allowable. :param dict parameterDict: A dictionary of parameters """ #Create a list of constraint equations constraintEquations = [ le_pce.evaluate_g1, le_pce.eval...
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def random_walk_z(N, y, W1, W2): """ A random walk method for sampling the inactive variables from a polytope. **See Also** domains.sample_z """ m, n = W1.shape s = np.dot(W1, y).reshape((m, 1)) # linear program to get starting z0 if np.all(np.zeros((m, 1)) <= 1-s) and np.all(np.z...
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def PyImport_ExecCodeModule(space, name, w_code): """Given a module name (possibly of the form package.module) and a code object read from a Python bytecode file or obtained from the built-in function compile(), load the module. Return a new reference to the module object, or NULL with an exception set...
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def get_delay_val(clock_diff,poly_diff,seconds_ref_clock,seconds_ref_poly,seconds,seconds_offset,v=0,diff_pol=1): """ Compute delays at seconds_offset+seconds, considering the offsets for each polynomial (seconds_ref_clock and seconds_ref_poly). Parameters ---------- clock_diff : list of float...
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def merge_defaultdicts_list(dicts): """ Merge one or several default dictionaries that have list as their values into a single one """ keys = [key for d in dicts for key in d.keys()] res_dict = defaultdict(list) for key in set(keys): res_dict[key] = merge_length_list([d[key] fo...
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def calc_word_value(word): """given a word calculate its value using LETTER_SCORES""" word_value = 0 for letter in word: word_value += LETTER_SCORES[letter.upper()] return word_value
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def calc_word_value(word, score=0): """Calculate the value of the word entered into function using imported constant mapping LETTER_SCORES""" for w in word: if not w.isalpha(): continue score += LETTER_SCORES[w.upper()] return score
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import os import re def _resolve_any_to_text(name, ns, dom): """Shell out to dig instead of using RPC because of RPC rate-limiting.""" ret = [] cmdline = ("dig +noadditional +noquestion +nocmd " "+nostats +nocomment %s any @%s | grep ^%s" % (name, ns, name)) for line in o...
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import six def bi2bt(num): """将无符号整数转换为字节序""" MSBin = b'' while num > 0: # if six.PY2: # MSBin = chr(num % 256) + MSBin # elif six.PY3: MSBin = six.int2byte(num % 256) + MSBin num >>= 8 return MSBin
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import os import sqlite3 def cache_init(force_update): """Create the 'tooltips.sqlite' database for quick access to tooltips. As parsing the whole bunch of XML files to find the requested content each time a tooltip is shown is quite inefficient as well as preserving the whole content int RAM all the...
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def load_dataset_hierarchical(maxlen, max_sentence_len): """ """ train_data = 'data/delicious/train-data.dat' train_labels = 'data/delicious/train-label.dat' val_data = 'data/delicious/valid-data.dat' val_labels = 'data/delicious/valid-label.dat' test_data = 'data/delicious/test-data.dat' test_labels = 'data/d...
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from s3 import s3_set_default_filter def job(): """ Jobs - RESTful controller """ def prep(r): # @todo: for assigments, filter person_id to persons not # currently assigned to this job # @todo: for assigments, set default to current user if # not assigned to thi...
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import types def get_display_name(entity): """ Gets the display name for the given :tl:`User`, :tl:`Chat` or :tl:`Channel`. Returns an empty string otherwise. """ if isinstance(entity, types.User): if entity.last_name and entity.first_name: return '{} {}'.format(entity.first_na...
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def calc_max_cpu(records): """ Returns the CPU usage at the max temperature, ever :param records: a list of records of min, max temp and associated CPU avg load :return: a record with the highest recorded temperature, and the associated list of CPU loads """ max_temp = 0 cpu_loads = [] for ...
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import random def integer_or_decimal(entropy, signed): """Returns integer or non-integer decimal; 50% probability of each.""" if random.choice([False, True]): # Represent it as a decimal so that arithmetic operations are supported: return display.Decimal(integer(entropy, signed)) else: return non_in...
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def index(request): # 定义请求需要跳转到的网页 """学习笔记的主页""" return render(request, 'learning_logs/index.html')
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def get_auth_token(): """Use the heroku auth:token command to fetch the user's API token. By using the heroku CLI itself we remove the requirement to set up an environment variable for the token. """ r = sarge.capture_stdout('heroku auth:token') if r.returncode == 0: return r.stdout.te...
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import os import codecs def get_version(): """ Extract the __version__ from a file without importing it. :return: The version that was extracted. :rtype: :py:obj:`str` :raises AssertionError: When a version cannot be determined. """ path = os.path.dirname(os.path.abspath(__file__)) fi...
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from typing import List def sort_by_deg(G: nx) -> List[tuple]: """ Returns sorted list of nodes by degree """ return sorted(nx.degree(G), key=lambda vk: vk[1])
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def resnet_qc_101(pretrained=False, **kwargs): """Constructs a ResNet-101 model. Args: pretrained (bool): If True, returns a model pre-trained on ImageNet """ model = ResNetQC(Bottleneck, [3, 4, 23, 3], **kwargs) if pretrained: model_ft = models.resnet101(pretrained=True) mo...
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import astropy.units as u def ROI_def(xylnht): """ :param xylnht: X, Y, length, height in arcsec :return: Array containing [x0, xf, y0, yf] """ if xylnht[2] < 0: raise ValueError("Please input positive length and/or height") x = xylnht[0] * u.arcsec y = xylnht[1] * u.arcsec l...
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import os async def status(): """ Return the service status - Route: `/status` - Method: `GET` - Response example: ```json { app: { up_since: "2021-02-05 17:42:13", version: "0.1.7" }, projects: [ "quotes" ] } ```...
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import sys import os from pathlib import Path import traceback def create_batch_file(application_exe_pyw_file_path=""): """ Creates .bat file for the given application / exe or even .pyw BOT developed by you. This is required in Task Scheduler. """ global batch_file_path try: if not appli...
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from pylab import linspace, plot from clawpack.visclaw import colormaps import os import shutil from typing import Mapping def setplot(plotdata): #-------------------------- """ Specify what is to be plotted at each frame. Input: plotdata, an instance of clawpack.visclaw.data.ClawPlotData. Output: a...
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def is_norm(layer, exclude=None): """Check if a layer is a normalization layer. Args: layer (nn.Module): The layer to be checked. exclude (type | tuple[type]): Types to be excluded. Returns: bool: Whether the layer is a norm layer. """ if exclude is not None: if not...
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